- update cuda_kernels layout, arch flags, and add FP8 section - fix install docs: kernels auto-build when nvcc + CUDA detected - mark ignored OpenAI request params and complete KVCache fields - add docker docs to indexes and astrai.optim to module overview - refresh document update timestamps